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Publication search results
found 378 matches
- 2024
- Deepali Kulkarni, Abhijit Ghosh, Amey Girdhari, Shaomin Liu, L. Alexander Vance, Melissa Unruh, Joydeep Sarkar:
Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record derived mental health clinical notes. Nat. Lang. Process. J. 6: 100045 (2024) - Ravi Raj Saxena, Joydeep Pal, Srinivasan Iyengar, Bhawana Chhaglani, Anurag Ghosh, Venkata N. Padmanabhan, Prabhakar T. Venkata:
Holistic Energy Awareness and Robustness for Intelligent Drones. ACM Trans. Sens. Networks 20(3): 57:1-57:31 (2024) - Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh:
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. AIAI (4) 2024: 183-196 - Hsing-Huan Chung, Shravan Chaudhari, Yoav Wald, Xing Han, Joydeep Ghosh:
Novel Node Category Detection Under Subpopulation Shift. ECML/PKDD (4) 2024: 196-212 - Disha Makhija, Joydeep Ghosh, Yejin Kim:
Federated Learning for Estimating Heterogeneous Treatment Effects. CoRR abs/2402.17705 (2024) - Song Wang, Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding, Joydeep Ghosh, Yifan Peng:
Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes. CoRR abs/2403.19432 (2024) - Hsing-Huan Chung, Shravan Chaudhari, Yoav Wald, Xing Han, Joydeep Ghosh:
Novel Node Category Detection Under Subpopulation Shift. CoRR abs/2404.01216 (2024) - Avinab Saha, Shashank Gupta, Sravan Kumar Ankireddy, Karl Chahine, Joydeep Ghosh:
Exploring Explainability in Video Action Recognition. CoRR abs/2404.09067 (2024) - Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Krishna Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi:
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors. CoRR abs/2405.19597 (2024) - Disha Makhija, Xing Han, Joydeep Ghosh, Yejin Kim:
Achieving Fairness Across Local and Global Models in Federated Learning. CoRR abs/2406.17102 (2024) - 2023
- Hsing-Huan Chung, Joydeep Ghosh:
Incremental Unsupervised Domain Adaptation on Evolving Graphs. CoLLAs 2023: 683-702 - Jotirmayee Ghosh, Ravi Kumar Jatoth, Joydeep Bhattacharjee:
Design and Implementation of a configurable Asynchronous Sample-Rate Converter for Digital Audio. ICCCNT 2023: 1-5 - Shubham Sharma, Jette Henderson, Joydeep Ghosh:
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. IJCAI 2023: 492-500 - Xing Han, Jing Hu, Joydeep Ghosh:
A Novel Control-Variates Approach for Performative Gradient-Based Learners with Missing Data. IJCNN 2023: 1-8 - Xing Han, Tongzheng Ren, Tan Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho:
Designing Robust Transformers using Robust Kernel Density Estimation. NeurIPS 2023 - Disha Makhija, Joydeep Ghosh, Nhat Ho:
Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings. CoRR abs/2306.07959 (2023) - 2022
- Rajkumar Chakraborty, Gourab Bhattacharje, Joydeep Baral, Bharat Manna, Jayati Mullick, Basavaraj S. Mathapati, Priya Abraham, Madhumathi J, Yasha Hasija, Amit Ghosh, Amit Kumar Das:
In-silico screening and in-vitro assay show the antiviral effect of Indomethacin against SARS-CoV-2. Comput. Biol. Medicine 147: 105788 (2022) - Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath:
Significance of activation functions in developing an online classifier for semiconductor defect detection. Knowl. Based Syst. 248: 108818 (2022) - Arindam Ghosh, Amartya Chakraborty, Joydeep Kumbhakar, Mousumi Saha, Sujoy Saha:
HumanSense: a framework for collective human activity identification using heterogeneous sensor grid in multi-inhabitant smart environments. Pers. Ubiquitous Comput. 26(3): 521-540 (2022) - Arindam Ghosh, Amartya Chakraborty, Joydeep Kumbhakar, Mousumi Saha, Sujoy Saha:
Correction to: HumanSense: a framework for collective human activity identification using heterogeneous sensor grid in multi-inhabitant smart environments. Pers. Ubiquitous Comput. 26(3): 541-542 (2022) - Diego García-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace:
Intermediate Entity-based Sparse Interpretable Representation Learning. BlackboxNLP@EMNLP 2022: 210-224 - Xing Han, Jing Hu, Joydeep Ghosh:
Dynamic Combination of Heterogeneous Models for Hierarchical Time Series. ICDM (Workshops) 2022: 1207-1216 - Disha Makhija, Xing Han, Nhat Ho, Joydeep Ghosh:
Architecture Agnostic Federated Learning for Neural Networks. ICML 2022: 14860-14870 - Diego García-Olano, Yasumasa Onoe, Joydeep Ghosh:
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection. WWW (Companion Volume) 2022: 705-715 - Disha Makhija, Xing Han, Nhat Ho, Joydeep Ghosh:
Architecture Agnostic Federated Learning for Neural Networks. CoRR abs/2202.07757 (2022) - Disha Makhija, Nhat Ho, Joydeep Ghosh:
Federated Self-supervised Learning for Heterogeneous Clients. CoRR abs/2205.12493 (2022) - Xing Han, Tongzheng Ren, Jing Hu, Joydeep Ghosh, Nhat Ho:
Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering. CoRR abs/2205.14104 (2022) - Xing Han, Ziyang Tang, Joydeep Ghosh, Qiang Liu:
Split Localized Conformal Prediction. CoRR abs/2206.13092 (2022) - Shubham Sharma, Jette Henderson, Joydeep Ghosh:
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. CoRR abs/2210.04995 (2022) - Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho:
Robustify Transformers with Robust Kernel Density Estimation. CoRR abs/2210.05794 (2022)
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